K-Means Cluster Evaluation with Silhouette Analysis
Clustering models in machine learning must be assessed by how well they separate data into meaningful groups with distinctive characteristics.
Artificial Intelligence
Explore the rapidly evolving world of artificial intelligence, machine learning, and automation. From AI ethics to real-world applications, this category delivers insights that matter for today and tomorrow.
OpenAI now lets enterprises choose where to host their data
OpenAI expanded its data residency regions for ChatGPT and its API, giving enterprise users the option to store and process their data closest to their business operations and better comply with local regulations. This expansion removes one of the biggest compliance…
Anthropic’s Claude Opus 4.5 is here: cheaper AI, infinite chats, and coding skills that beat humans
Anthropic released its most capable artificial intelligence model yet on Monday, slashing prices by roughly two-thirds while claiming state-of-the-art performance on software engineering tasks — a strategic move that intensifies the AI startup’s competition with deep-pocketed rivals OpenAI and Google.…
The State of AI: Chatbot companions and the future of our privacy
Welcome back to The State of AI, a new collaboration between the Financial Times and MIT Technology Review. Every Monday, writers from both publications debate one aspect of the generative AI revolution reshaping global power. In this week’s conversation MIT…
What’s next for AlphaFold: A conversation with a Google DeepMind Nobel laureate
In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from building AI that played games with superhuman skill and was starting up a secret project to predict the structures of…
The Complete Guide to Docker for Machine Learning Engineers
Machine learning models often behave differently across environments.
Preparing Data for BERT Training
This article is divided into four parts; they are: • Preparing Documents • Creating Sentence Pairs from Document • Masking Tokens • Saving the Training Data for Reuse Unlike decoder-only models, BERT’s pretraining is more complex.
How to avoid becoming an “AI-first” company with zero real AI usage
Remember the first time you heard your company was going AI-first? Maybe it came through an all-hands that felt different from the others. The CEO said, “By Q3, every team should have integrated AI into their core workflows,” and the…
Microsoft’s Fara-7B is a computer-use AI agent that rivals GPT-4o and works directly on your PC
Microsoft has introduced Fara-7B, a new 7-billion parameter model designed to act as a Computer Use Agent (CUA) capable of performing complex tasks directly on a user’s device. Fara-7B sets new state-of-the-art results for its size, providing a way to…
Lean4: How the theorem prover works and why it’s the new competitive edge in AI
Large language models (LLMs) have astounded the world with their capabilities, yet they remain plagued by unpredictability and hallucinations – confidently outputting incorrect information. In high-stakes domains like finance, medicine or autonomous systems, such unreliability is unacceptable. Enter Lean4, an…